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dantzig selector

10 papers

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Also known as

DS

Co-occurring keywords · papers mentioning both

compressed sensing (6) sparse regression (4) sparse optimization (3) sparse signal recovery (3) high-dimensional statistics (2) feature selection (2) ultra-high dimension (1) heavy tail (1) recovery guarantee (1) high-dimensional estimator (1)

Papers

A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions COLT 2025 Structured Matrix Recovery via the Generalized Dantzig Selector NeurIPS 2016 The Constrained Dantzig Selector with Enhanced Consistency JMLR 2016 Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs COLT 2015 Subspace Clustering with Irrelevant Features via Robust Dantzig Selector NeurIPS 2015 Generalized Dantzig Selector: Application to the k-support norm NeurIPS 2014 A Multi-Stage Framework for Dantzig Selector and LASSO JMLR 2012 Multi-Stage Dantzig Selector NeurIPS 2010 Rate Minimaxity of the Lasso and Dantzig Selector for the Loss in Balls JMLR 2010 The Group Dantzig Selector AISTATS 2010